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MA121: Introduction to Statistics

Offered By: Saylor Academy

Tags

Statistics & Probability Courses Data Analysis Courses Linear Regression Courses Probability Courses Hypothesis Testing Courses Confidence Intervals Courses Sampling Distributions Courses

Course Description

Overview

Gain a comprehensive understanding of statistical concepts and methods in this 32-hour course covering data analysis, probability theory, sampling distributions, confidence intervals, hypothesis testing, and linear regression. Explore practical applications of statistics through hands-on exercises and real-world examples, developing essential skills for interpreting and presenting data effectively. Conclude with a final exam to demonstrate mastery of key statistical principles and earn a certificate of completion.

Syllabus

  • Course Introduction
  • Unit 1: Statistics and Data
  • Unit 2: Elements of Probability and Random Variables
  • Unit 3: Sampling Distributions
  • Unit 4: Estimation with Confidence Intervals
  • Unit 5: Hypothesis Test
  • Unit 6: Linear Regression
  • Study Guide
  • Course Feedback Survey
  • Certificate Final Exam
  • Saylor Direct Credit

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